Dina Katabi

40 papers · 2014–2025 · 11 conferences · across top CS/AI conferences

Achievements

+14 more ↓

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (11)

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🤝 Dynamic Duo (11) 👑 Triple Crown 🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion (2) 🚀 Conference Pioneer 📈 Trend Setter 🗃️ Keyword Collector (133) ⚡ Prolific Year (9) 🔥 Unstoppable (12) 💎 Century Club (40)

Conferences

CVPR (8) ICLR (7) ICML (6) NSDI (6) ICCV (3) NIPS (3) ECCV (2) WACV (2) AAAI (1) MLHC (1) RSS (1)

Top co-authors

Tianhong Li (11) Lijie Fan (9) Yuzhe Yang (8) Hao He (7) Yuan Yuan (6) Yonglong Tian (6) Mingmin Zhao (5) Dilip Krishnan (5) Kaiwen Zha (4) Hao Wang (4)

Research topics

Core AI (1)

Keywords

contrastive learning (7) representation learning (5) self-supervised learning (4) image generation (3) human pose estimation (3) radio signal (3) radio frequency (2) variational inference (2) wireless sensing (2) domain generalization (2) text-to-image model (2) transfer learning (2) domain adaptation (2) radio frequency signal (2) vision-language model (2) adversarial training (2) feature distribution (2) generative model (2) unsupervised learning (2) synthetic image (2)

Papers

Language-Guided Image Tokenization for Generation CVPR 2025 Learning Vision from Models Rivals Learning Vision from Data CVPR 2024 Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024 Return of Unconditional Generation: A Self-supervised Representation Generation Method NIPS 2024 Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency ICLR 2024 Rank-N-Contrast: Learning Continuous Representations for Regression NIPS 2023 Improving CLIP Training with Language Rewrites NIPS 2023 MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023 Unsupervised Object Localization with Representer Point Selection ICCV 2023 SimPer: Simple Self-Supervised Learning of Periodic Targets ICLR 2023 Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning ICLR 2023 Change is Hard: A Closer Look at Subpopulation Shift ICML 2023 Contactless Oxygen Monitoring with Radio Waves and Gated Transformer MLHC 2023 Addressing Feature Suppression in Unsupervised Visual Representations WACV 2023 Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022 "On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond" ECCV 2022 Delving into Deep Imbalanced Regression ICML 2021 Continuously Indexed Domain Adaptation ICML 2020 Self-Supervised Learning of Appliance Usage ICLR 2020 Harnessing Structures for Value-Based Planning and Reinforcement Learning ICLR 2020 Learning Compositional Koopman Operators for Model-Based Control ICLR 2020 Learning Longterm Representations for Person Re-Identification Using Radio Signals CVPR 2020 In-Home Daily-Life Captioning Using Radio Signals ECCV 2020 Through-Wall Human Mesh Recovery Using Radio Signals ICCV 2019 Learning-Based Frequency Estimation Algorithms ICLR 2019 Making the Invisible Visible: Action Recognition Through Walls and Occlusions ICCV 2019 Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019 ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019 Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019 Through-Wall Human Pose Estimation Using Radio Signals CVPR 2018 Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture ICML 2017 Enabling High-Quality Untethered Virtual Reality NSDI 2017 Decimeter-Level Localization with a Single WiFi Access Point NSDI 2016 Securing RFIDs by Randomizing the Modulation and Channel NSDI 2015 Multi-Person Localization via RF Body Reflections NSDI 2015 Beyond Sensing: Multi-GHz Realtime Spectrum Analytics NSDI 2015 Guaranteeing Spoof-Resilient Multi-Robot Networks RSS 2015 3D Tracking via Body Radio Reflections NSDI 2014